2 papers
cs.CV2025
A Hierarchical Geometry-guided Transformer for Histological Subtyping of Primary Liver Cancer
Anwen Lu, Mingxin Liu, Yiping Jiao +4
Primary liver malignancies are widely recognized as the most heterogeneous and prognostically diverse cancers of the digestive system. Among these, hepatocellular carcinoma (HCC) a…
cs.LG2025
Stress-Testing ML Pipelines with Adversarial Data Corruption
Jiongli Zhu, Geyang Xu, Felipe Lorenzi +2
Structured data-quality issues, such as missing values correlated with demographics, culturally biased labels, or systemic selection biases, routinely degrade the reliability of ma…